56 citations · 90 across the 10 of their papers we have counts for
6 papers · 1 filter
Chiral symmetry breaking for large "Nf" and the properties of the "rho" meson near the conformal window
Aftab Ahmad, Samreen Fatima, Muhammad Shahbaz +3
We study how the ground-state properties of the rho meson respond when the number of light-quark flavors N_f is driven towards the conformal window. The interaction is a symmetry-p…
Physics-Informed Classical and Quantum Neural Networks for One-Dimensional Schrodinger Eigenvalue Problems
Tariq Mahmood, Waqas Arshad, Bilal Naseer +1
The Schrodinger equation in one spatial dimension admits a small set of exactly solvable potentials that serve as natural proving grounds for any new eigenvalue solver. We formulat…
Comparing Classical and Quantum Machine Learning for Regression in High Energy Physics Collision Data
Tariq Mahmood, Zain ul Abidin, Itzel Luviano Soto +1
The classification and regression of particle collision events constitute a persistent computational challenge in experimental high energy physics, where large volumes of simulated…
Classical and Hybrid Quantum Machine Learning for Trigger-Like Event Selection on CMS Open Data: An Eight-Qubit, PCA-Constrained Benchmark
Tariq Mahmood, Muhammad Awais Rafique, Talab Hussain +3
Event triggering sits at the heart of high-energy physics, where the rare events of interest must be retained while an overwhelming background is discarded under tight latency and…
The MexNICA Collaboration in the MPD-NICA Experiment at JINR: Experimental and Theoretical Achievements
Alfredo Raya, Mauricio Alvarado, Juan Anzúrez +21
The MexNICA Collaboration coordinates the activities of Mexican scientists, engineers, postdoctoral fellows and students in the Multi-Purpose Detector experiment at the Nuclotron-b…
Heat Capacity Anomalies and Thermal Crossovers in Finite Su-Schrieffer-Heeger Chains
Carlos Magno da Conceição, Julio César Pérez-Pedraza, Alfredo Raya +1
We investigate the thermodynamic properties of finite Su-Schrieffer-Heeger (SSH) chains in thermal equilibrium at fixed temperature and chemical potential. Using the canonical and…